TY - JOUR
T1 - Factors associated with renal function state transitions
T2 - A population-based community survey in Taiwan
AU - Tsai, Ming Hsien
AU - Lin, Ming Yen
AU - Hsu, Chen Yang
AU - Yen, Amy Ming Fang
AU - Chen, Tony Hsiu Hsi
AU - Chiu, Sherry Yueh Hsia
AU - Hwang, Shang Jyh
N1 - Funding Information:
We would like to thank the Taiwan Ministry of Science and Technology (Grant Number: MOST-108-2314-B-037-110) for supporting this work. The funders had no role in the design and conduct of the study, collection, management, analysis, and interpretation of the data, and preparation, review, or approval of the manuscript.
Funding Information:
We thank the participants for contributing the required information to this study and Wallace Academic Editing for editing this manuscript. In addition, many thanks for the great technique supported by the team member in developing SmoothHazard R packages (Thomas Alexander Gerds, Célia Touraine, and Pierre Joly) and Yihuang Kang from National Sun Yat-sen University.
Publisher Copyright:
Copyright © 2022 Tsai, Lin, Hsu, Yen, Chen, Chiu and Hwang.
PY - 2022/9
Y1 - 2022/9
N2 - Background: Understanding renal function state transition risk and associated factors in community residences is vital for appropriate preventive and care actions. We aim to investigate factors affecting renal function state transitions through 10-year longitudinal community screening surveys. Methods: The prospective cohort study included participants who attended the screening program ≥2 times from 2001 to 2009 and were divided into two cohorts: those with baseline estimated glomerular filtration rate (eGFR) ≥60 (n = 46,278) and those with eGFR 59–30 mL/min/1.73 m2 (n = 4,656). We applied the illness-death model to identify associated factors with eGFR <60 and death for the cohort with baseline eGFR ≥60 and eGFR <30 and death for that with baseline eGFR ≥59–30. Results: Among the followed-up participants, 3,018 (6.5%) in the cohort of baseline eGFR ≥60 mL/min/1.73 m2 and 322 (6.9%) in the cohort of eGFR 59–30 mL/min/1.73 m2 experienced renal function state transition during a median over 7-year follow-up. Besides eGFR and grade of proteinuria, diabetes mellitus (adding nearly 50% hazard rate) is the main factor associated with both state transitions. Other early-phase eGFR state transition risk factors were metabolic syndrome score, triglyceride, uric acid, fasting blood sugar, and high-density lipoprotein cholesterol. Males, poor hemoglobin, high triglyceride, and high low-density lipoprotein cholesterol were all linked with the late-phase eGFR state transition hazard rate. Conclusion: The study developed the state transition functions for community participants with varying renal function levels. Further actions to develop precision screening plans and services that incorporate personal risk factors and state transition risks are necessary.
AB - Background: Understanding renal function state transition risk and associated factors in community residences is vital for appropriate preventive and care actions. We aim to investigate factors affecting renal function state transitions through 10-year longitudinal community screening surveys. Methods: The prospective cohort study included participants who attended the screening program ≥2 times from 2001 to 2009 and were divided into two cohorts: those with baseline estimated glomerular filtration rate (eGFR) ≥60 (n = 46,278) and those with eGFR 59–30 mL/min/1.73 m2 (n = 4,656). We applied the illness-death model to identify associated factors with eGFR <60 and death for the cohort with baseline eGFR ≥60 and eGFR <30 and death for that with baseline eGFR ≥59–30. Results: Among the followed-up participants, 3,018 (6.5%) in the cohort of baseline eGFR ≥60 mL/min/1.73 m2 and 322 (6.9%) in the cohort of eGFR 59–30 mL/min/1.73 m2 experienced renal function state transition during a median over 7-year follow-up. Besides eGFR and grade of proteinuria, diabetes mellitus (adding nearly 50% hazard rate) is the main factor associated with both state transitions. Other early-phase eGFR state transition risk factors were metabolic syndrome score, triglyceride, uric acid, fasting blood sugar, and high-density lipoprotein cholesterol. Males, poor hemoglobin, high triglyceride, and high low-density lipoprotein cholesterol were all linked with the late-phase eGFR state transition hazard rate. Conclusion: The study developed the state transition functions for community participants with varying renal function levels. Further actions to develop precision screening plans and services that incorporate personal risk factors and state transition risks are necessary.
KW - chronic kidney disease
KW - disease state
KW - illness-death model
KW - risk factor
KW - risk prediction
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U2 - 10.3389/fpubh.2022.930798
DO - 10.3389/fpubh.2022.930798
M3 - Article
C2 - 36159292
AN - SCOPUS:85138610770
SN - 2296-2565
VL - 10
JO - Frontiers in Public Health
JF - Frontiers in Public Health
M1 - 930798
ER -